Conversion to mild cognitive impairment or Alzheimer's disease

Disease

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  • Humans1

Associations

1

Routing-feature classifier

upin humans1

1 study
  1. Routing-feature classifier predicts conversion to mild cognitive impairment or Alzheimer's disease in humans (AUC = 0.831; 0.918 within one year).

    “A classifier combining these routing features with demographic, structural-MRI and cognitive covariates detected conversion to MCI or AD up to four years before diagnosis”

    Humansup to four years before diagnosis

    Brain MRI score fell across Alzheimer’s disease stages

    medRxivPreprint

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Nov 2025: 0Dec 2025: 1Jan 2026: 0Feb 2026: 0Mar 2026: 0Apr 2026: 0May 2026: 0Jun 2026: 0Jul 2026: 0Aug 2026: 0Sep 2026: 0Oct 2026: 23 papers in 12 months
medRxiv

Brain MRI score fell across Alzheimer’s disease stages

The score distinguished stable normal cognition from prediagnosis Alzheimer’s with an area under the curve—a measure of group separation—of 0.817.The score distinguished stable normal cognition from prediagnosis Alzheimer’s with an area under the curve—a measure of group separation—of 0.817.

Preprint: cohort studyAlzheimer's disease